Burning Up by Madonna is featured in The Power of Madonna, the fifteenth episode of Season One. Despite being used as a background song in the episode, the song is an iTunes bonus track on Glee: The Music, The Power of Madonna where it is sung by Vocal Adrenaline with Jesse leading the song.

Trivia

The original song is used as a background song and can be heard, when Brittany tells Santana to take Finn's virginity since he is younger. The song continues playing when Santana offers to take Finn's virginity.